Multi-system benefits of non-invasive spinal cord stimulation following cervical spinal cord injury: a case study
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Cervical spinal cord injury (SCI) impairs sensorimotor and autonomic functions. We investigated the effects of lumbosacral transcutaneous spinal cord stimulation (tSCS) on urinary bladder, bowel, and sexual function as well as cardiovascular and sensorimotor functions in one individual with chronic clinically motor-complete cervical SCI, 11 years post-injury. Following 30 sessions of lumbosacral tSCS, the individual presented with improved urinary bladder compliance as well as anorectal function in parallel with mitigation of the severity of autonomic dysreflexia during filling cystometry and anorectal manometry. In addition, long-term tSCS improved erectile function and sexual satisfaction. Furthermore, after long-term tSCS, concurrent tSCS enabled voluntary leg movement. This case study demonstrated the multi-system benefits of lumbosacral tSCS, which holds promise for evolving into a clinically viable therapy for restoring both autonomic and motor functions following SCI.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it